OMI-DB Statistics

The OPTIMAM1 project was initiated in 2008, aiming to optimise the adoption of new X-ray technology for detecting breast cancers and thereby to improve the early detection of breast cancers in the NHS Screening Programme. OPTIMAM1 was followed by OPTIMAM2 (2013). The Scientific Computing team, at the Royal Surrey NHS Foundation Trust is responsible for the maintenance of the OPTIMAM Database (OMI-DB), which contains over 8,000,000 processed and unprocessed FFDM, Tomosynthesis and MR images. Screening information is collected from National Breast Screening System (NBSS). Sets of normal, benign and malignant images are selectively collected from multiple NHS sites.

OMI-DB comprises multiple screening datasets (episodes) from multiple clients (cases) who may or may not have been identified with a benign/malignant lesion. Each client's screening dataset contains two views of each breast (medio-lateral oblique and cranio-caudal). Associated tools have been developed to:

  • identify patient cases of interest from the National Breast Screening System (NBSS)
  • automatically retrieve corresponding images from the site’s PACS together with any associated radiological, clinical and pathological data from local databases that may be of interest
  • de-identify collected images
  • allow remote expert radiologists to annotate the images with interesting clinical features and provide descriptors of these features.

All collected cases retrieved from the database are classified as Normal, Benign, Malignant, or Interval Cancers. The Malignant cases are sub-classified into Malignant-Marked and Malignant-Unmarked, depending on if they have been annotated by an OPTIMAM expert image reader or not. The definitions are:

  • Interval Cancer: symptomatic cases in the current year which are classified as malignant after a previous screening appointment at which a client received a normal result and before their next scheduled screening appointment, or previously classified as interval cancer
  • Malignant: cases that are classified as malignant by either surgery, or biopsy, or previously classified as malignant
  • Benign: cases that are classified as benign by either surgery, or biopsy, or previously classified as benign
  • Normal: cases not classified as malignant or benign, or interval cancer

It should be noted that some clients have multiple events in different years.

A high level summary of all data in OMI-DB is given in the tables below.

OMI-DB Totals+
Clients1,038,073
Studies2,971,781
Images13,901,207
Overall Outcome, Client Count+
Outcome
Malignant35,189
Interval Cancers8,789
Benign23,543
Normal937,356
Unknown33,196
Site, Client Count+
Site
Site 190,534
Site 219,982
Site 3681
Site 4132,725
Site 5117,583
Site 6172,362
Site 7130,996
Site 8121,788
Site 936,106
Site 1056,804
Site 1178,199
Site 1239,006
Client Age At Screening+
Age
25-299
30-3442
35-39113
40-443,513
45-49155,401
50-54671,505
55-59657,170
60-64577,562
65-69487,912
70-74176,188
75-7933,575
80-8410,915
85-892,252
90-94201
95-1006
Marked Cases By Client Outcome, Client Count+
Outcome
Malignant Marked7,198
Prior to Interval Cancer Marked83
Benign Marked1,409
Total8,690
Marked Cases By Episode Outcome, Episode Count+
Outcome
Malignant Marked7,354
Prior to Interval Cancer Marked42
Benign Marked1,420
Total9,294
Unprocessed And/ Or Processed Screening Images, Client Count+
Processed only794,178
Unprocessed and Processed242,529
Screening Episode Outcome By Year, Episode Count+
Outcome2003200820092010201120122013201420152016201720182019202020212022202320242025
Malignant0062721,1722,1512,7813,3243,2123,2833,5223,5473,2951,5703,0271,7541,2941,11225
Interval Cancer0000100101000000000
Prior to Malignant00646131,5111,8372,2452,7502,7412,7952,4901,9491,203478774104620
Prior to Interval Cancer0041064298409731,0671,0567971,0219837702963851594690
Benign0035341,7161,7432,4463,2912,3092,6912,0091,6541,6447971,6246261,0994315
Normal1231,29153,715151,231154,674217,348288,679224,886275,773267,054212,115226,05697,468207,792105,330125,67167,6027,611
Unknown0000100202111000000
Screening Episode Outcome, Episode Count+
Outcome
Malignant35,143
Interval Cancer3
Prior to Malignant21,345
Prior to Interval Cancer8,797
Benign24,506
Normal2,668,679
Unknown8
Manufacturer By Year, Episode Count+
Manufacturer2003200820092010201120122013201420152016201720182019202020212022202320242025
Hologic0075542,737128,608118,138169,746221,021157,992211,320183,386136,926142,82552,697113,14537,95058,63625,7353,042
Siemens1049,05418,16924,76331,15551,93254,09846,16864,21256,30554,71531,18977,23552,07452,31036,2844,556
GE Healthcare0215832,6026,31415,82121,42721,42718,23424,23523,41623,87531,97014,78220,41615,64815,3415,9490
Philips001339521164841,5239915221,939322242000000
Other/Unknown001116471113741116298651727664424431,10642863715
Manufacturer, Episode Count+
Manufacturer
Hologic1,825,227
Siemens664,235
GE Healthcare262,293
Philips7,125
Other/Unknown4,823
Imaging Modality, Client Count+
Modality
Full Field Digital Mammography only1,016,279
Full Field Digital Mammography and Digital Breast Tomosynthesis21,733
Digital Breast Tomosynthesis only61
Imaging Modality, Episode Count+
Modality
Full Field Digital Mammography only4,335,464
Full Field Digital Mammography and Digital Breast Tomosynthesis21,964
Digital Breast Tomosynthesis only223
Cancer Type, Client Count+
Cancer type
Invasive27,202
In-situ8,661
Cancer Type, Episode Count+
Cancer type
Invasive27,250
In-situ8,686

Aggregate statistics describing the portion of OMI-DB available for sharing are given in the tables below. These statistics describe the number of clients or episodes for various characteristics of the data.

OMI-DB Totals+
Clients835,214
Studies2,369,773
Images11,363,990
Overall Outcome, Client Count+
Outcome
Malignant28,438
Interval Cancers5,951
Benign19,028
Normal753,836
Unknown27,961
Site, Client Count+
Site
Site 171,645
Site 215,761
Site 3681
Site 4118,836
Site 593,619
Site 6122,648
Site 7104,586
Site 8121,788
Site 918,078
Site 1042,111
Site 1162,048
Site 1230,649
Client Age At Screening+
Age
25-299
30-3434
35-3981
40-442,997
45-49122,027
50-54529,986
55-59521,512
60-64461,518
65-69393,967
70-74143,156
75-7927,150
80-848,848
85-891,809
90-94157
95-1005
Marked Cases By Client Outcome, Client Count+
Outcome
Malignant Marked7,198
Prior to Interval Cancer Marked83
Benign Marked1,409
Total8,690
Marked Cases By Episode Outcome, Episode Count+
Outcome
Malignant Marked7,354
Prior to Interval Cancer Marked42
Benign Marked1,420
Total9,294
Unprocessed And/ Or Processed Screening Images, Client Count+
Processed only606,535
Unprocessed and Processed227,474
Screening Episode Outcome By Year, Episode Count+
Outcome2003200820092010201120122013201420152016201720182019202020212022202320242025
Malignant0051899391,7932,3592,8942,6712,8332,9672,8952,6901,2032,2741,2809236243
Interval Cancer0000100101000000000
Prior to Malignant00264781,3221,5121,9192,3372,2202,3442,0461,45490535846971300
Prior to Interval Cancer00473331582693764727578681613474172220992860
Benign0024271,4901,3732,1612,8491,8802,3741,6191,2101,1376071,1664748572771
Normal11994843,316128,227120,675184,926244,958176,654236,995217,798163,396176,67776,144149,63878,16897,83544,1503,871
Unknown0000100102010000000
Screening Episode Outcome, Episode Count+
Outcome
Malignant28,381
Interval Cancer3
Prior to Malignant17,287
Prior to Interval Cancer5,955
Benign19,821
Normal2,131,628
Unknown5
Manufacturer By Year, Episode Count+
Manufacturer2003200820092010201120122013201420152016201720182019202020212022202320242025
Hologic0051734,454109,78191,548146,072190,533122,892184,968151,230102,752109,70140,37376,27924,37044,11212,012294
Siemens1047,18714,61919,56525,22941,54043,40137,46151,10445,24143,92824,84959,14241,48441,74727,4293,563
GE Healthcare0174492,1525,19012,75017,78417,78814,69519,66718,68819,11325,50911,74416,24312,46512,2644,7500
Philips001309331163901,2328294221,545253193000000
Other/Unknown008138628312994227541426193533519063364872
Manufacturer, Episode Count+
Manufacturer
Hologic1,454,264
Siemens527,498
GE Healthcare211,423
Philips5,944
Other/Unknown3,847
Imaging Modality, Client Count+
Modality
Full Field Digital Mammography only816,621
Full Field Digital Mammography and Digital Breast Tomosynthesis18,540
Digital Breast Tomosynthesis only53
Imaging Modality, Episode Count+
Modality
Full Field Digital Mammography only3,510,692
Full Field Digital Mammography and Digital Breast Tomosynthesis18,737
Digital Breast Tomosynthesis only178
Cancer Type, Client Count+
Cancer type
Invasive21,954
In-situ7,033
Cancer Type, Episode Count+
Cancer type
Invasive21,994
In-situ7,053